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The method offers a fairly complete package for statistical response analyses of stochastic systems, which includes response statistics, probability density functions, correlations, spectra, etc.
Statistical response surface analysis was used to identify candidate and optimal mixes.
The estimated values of the statistical response surface analysis were well fitted with the observed ones.
The obtained numerical data was analyzed with a traditional method and a statistical response surface method (RS M.
We also compared the estimation performance using back-propagation neural networks (BPN) and statistical response surface methodology (RS M.
The statistical response of the structure from the proposed approach plays an important role in estimating the structural safety and reliability.
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Meanwhile, some statistical responses obtained by the present approach are checked by the Monte Carlo simulation technique.
Especially, for flash memories, statistical responses such as a voltage threshold would change with time and with the number of accesses to a cell block.
For example, in flash memories, the statistical responses of the voltage threshold may change asymmetrically with time and with the number of accesses to the cells.
After the reduction, Monte Carlo based statistical simulation is performed on the reduced system and the statistical responses of the original system are obtained thereafter.
PCE statistical responses can be very accurate but its computational cost is prohibitive for a large number of uncertainties or a high polynomial order.
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